{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mutual Information Metric\n",
    "\n",
    "The `MutualInformationImageToImageMetric` class computes the mutual information between two images, i.e. the degree to which information content in one image is dependent on the other image. This example shows how `MutualInformationImageToImageMetric` can be used to map transformation parameters and register two images using a gradient ascent algorithm."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import cm\n",
    "from urllib.request import urlretrieve\n",
    "\n",
    "import itk\n",
    "from itkwidgets import compare, checkerboard\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "dim = 2\n",
    "ImageType = itk.Image[itk.F, dim]\n",
    "FixedImageType = ImageType\n",
    "MovingImageType = ImageType\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Retrieve fixed and moving images for registration\n",
    "\n",
    "We aim to register two slice images, one of which has an arbitrary offset."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "fixed_img_path = \"BrainT1SliceBorder20.png\"\n",
    "moving_img_path = \"BrainProtonDensitySliceShifted13x17y.png\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(fixed_img_path):\n",
    "    url = \"https://data.kitware.com/api/v1/file/5cad1ae88d777f072b18183d/download\"\n",
    "    urlretrieve(url, fixed_img_path)\n",
    "if not os.path.exists(moving_img_path):\n",
    "    url = \"https://data.kitware.com/api/v1/file/5cad1ae88d777f072b181831/download\"\n",
    "    urlretrieve(url, moving_img_path)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "fixed_img = itk.imread(\"BrainT1SliceBorder20.png\", itk.F)\n",
    "moving_img = itk.imread(\"BrainProtonDensitySliceShifted13x17y.png\", itk.F)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f44130afcc56489bbdd8d82db79c45a5",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Viewer(annotations=False, interpolation=False, rendered_image=<itk.itkImagePython.itkImageF2; p…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "checkerboard(fixed_img, moving_img)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Prepare images for registration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "fixed_normalized_image = itk.normalize_image_filter(fixed_img)\n",
    "fixed_smoothed_image = itk.discrete_gaussian_image_filter(fixed_normalized_image, variance=2.0)\n",
    "\n",
    "moving_normalized_image = itk.normalize_image_filter(moving_img)\n",
    "moving_smoothed_image = itk.discrete_gaussian_image_filter(moving_normalized_image, variance=2.0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4c550065704b433487c8a4c1e7ece10d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "AppLayout(children=(HBox(children=(Label(value='Link:'), Checkbox(value=False, description='cmap'), Checkbox(v…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "compare(fixed_smoothed_image, moving_smoothed_image)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot the `MutualInformationImageToImageMetric` surface\n",
    "\n",
    "For this relatively simple example we seek to adjust only the x- and y-offset of the moving image with a `TranslationTransform`. We can acquire `MutualInformationImageToImageMetric` values comparing the two images at many different possible offset pairs with `ExhaustiveOptimizer` and visualize this data set as a surface with `matplotlib`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Move at most 20 pixels away from the initial position\n",
    "window_size = [20, 20]\n",
    "# Collect 100 steps of data along each axis\n",
    "n_steps = [100, 100]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "TransformType = itk.TranslationTransform[itk.D, dim]\n",
    "OptimizerType = itk.GradientDescentOptimizer\n",
    "ExhaustiveOptimizerType = itk.ExhaustiveOptimizer\n",
    "MetricType = itk.MutualInformationImageToImageMetric[ImageType, ImageType]\n",
    "RegistrationType = itk.ImageRegistrationMethod[ImageType, ImageType]\n",
    "InterpolatorType = itk.LinearInterpolateImageFunction[ImageType, itk.D]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "transform = TransformType.New()\n",
    "metric = MetricType.New()\n",
    "optimizer = ExhaustiveOptimizerType.New()\n",
    "registrar = RegistrationType.New()\n",
    "interpolator = InterpolatorType.New()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "metric.SetNumberOfSpatialSamples(100)\n",
    "metric.SetFixedImageStandardDeviation(0.4)\n",
    "metric.SetMovingImageStandardDeviation(0.4)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "optimizer.SetNumberOfSteps(n_steps)\n",
    "\n",
    "# Initialize scales and set back to optimizer\n",
    "scales = optimizer.GetScales()\n",
    "scales.SetSize(2)\n",
    "scales.SetElement(0, window_size[0] / n_steps[0])\n",
    "scales.SetElement(1, window_size[1] / n_steps[1])\n",
    "optimizer.SetScales(scales)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar.SetFixedImage(fixed_smoothed_image)\n",
    "registrar.SetMovingImage(moving_smoothed_image)\n",
    "registrar.SetOptimizer(optimizer)\n",
    "registrar.SetTransform(transform)\n",
    "registrar.SetInterpolator(interpolator)\n",
    "registrar.SetMetric(metric)\n",
    "\n",
    "registrar.SetFixedImageRegion(fixed_img.GetBufferedRegion())\n",
    "registrar.SetInitialTransformParameters(transform.GetParameters())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Collect data describing the parametric surface with an observer\n",
    "surface = dict()\n",
    "\n",
    "\n",
    "def print_iteration():\n",
    "    surface[tuple(optimizer.GetCurrentPosition())] = optimizer.GetCurrentValue()\n",
    "\n",
    "\n",
    "optimizer.AddObserver(itk.IterationEvent(), print_iteration)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "registrar.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[12.4, 16.400000000000002]\n",
      "[1.6, -17.6]\n"
     ]
    }
   ],
   "source": [
    "# Check the extreme positions within the observed window\n",
    "max_position = list(optimizer.GetMaximumMetricValuePosition())\n",
    "min_position = list(optimizer.GetMinimumMetricValuePosition())\n",
    "\n",
    "max_val = optimizer.GetMaximumMetricValue()\n",
    "min_val = optimizer.GetMinimumMetricValue()\n",
    "\n",
    "print(max_position)\n",
    "print(min_position)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set up values for the plot\n",
    "x_vals = [list(set([x[i] for x in surface.keys()])) for i in range(0, 2)]\n",
    "\n",
    "for i in range(0, 2):\n",
    "    x_vals[i].sort()\n",
    "\n",
    "X, Y = np.meshgrid(x_vals[0], x_vals[1])\n",
    "Z = np.array([[surface[(x0, x1)] for x1 in x_vals[0]] for x0 in x_vals[1]])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2c36ecab220>]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the surface as a 2D heat map\n",
    "fig = plt.figure()\n",
    "plt.gca().invert_yaxis()\n",
    "ax = plt.gca()\n",
    "\n",
    "surf = ax.scatter(X, Y, c=Z, cmap=cm.coolwarm)\n",
    "ax.plot(max_position[0], max_position[1], \"k^\")\n",
    "ax.plot(min_position[0], min_position[1], \"kv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the surface as a 3D scatter plot\n",
    "fig = plt.figure()\n",
    "ax = fig.gca(projection=\"3d\")\n",
    "\n",
    "surf = ax.plot_surface(X, Y, Z, cmap=cm.coolwarm)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Follow gradient ascent\n",
    "\n",
    "Once we understand the shape of the parametric surface it is easier to visualize the gradient ascent algorithm. We see that there is some roughness to the surface, but it has a clear slope upwards. We want to maximize the mutual information between the two images in order to optimize registration. The results of gradient ascent optimization can be superimposed onto the `matplotlib` plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_iterations = 200\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "transform = TransformType.New()\n",
    "metric = MetricType.New()\n",
    "optimizer = OptimizerType.New()\n",
    "registrar = RegistrationType.New()\n",
    "interpolator = InterpolatorType.New()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar.SetFixedImage(fixed_smoothed_image)\n",
    "registrar.SetMovingImage(moving_smoothed_image)\n",
    "registrar.SetOptimizer(optimizer)\n",
    "registrar.SetTransform(transform)\n",
    "registrar.SetInterpolator(interpolator)\n",
    "registrar.SetMetric(metric)\n",
    "\n",
    "registrar.SetFixedImageRegion(fixed_img.GetBufferedRegion())\n",
    "registrar.SetInitialTransformParameters(transform.GetParameters())\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "metric.SetNumberOfSpatialSamples(100)\n",
    "metric.SetFixedImageStandardDeviation(0.4)\n",
    "metric.SetMovingImageStandardDeviation(0.4)\n",
    "\n",
    "optimizer.SetLearningRate(15)\n",
    "optimizer.SetNumberOfIterations(n_iterations)\n",
    "optimizer.MaximizeOn()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "descent_data = dict()\n",
    "descent_data[0] = (0, 0)\n",
    "\n",
    "\n",
    "def log_iteration():\n",
    "    descent_data[optimizer.GetCurrentIteration() + 1] = tuple(optimizer.GetCurrentPosition())\n",
    "\n",
    "\n",
    "optimizer.AddObserver(itk.IterationEvent(), log_iteration)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "registrar.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Its: 200\n",
      "Final Value: 0.5633384063089615\n",
      "Final Position: [12.97335400350759, 17.255969531154182]\n"
     ]
    }
   ],
   "source": [
    "print(f\"Its: {optimizer.GetCurrentIteration()}\")\n",
    "print(f\"Final Value: {optimizer.GetValue()}\")\n",
    "print(f\"Final Position: {list(registrar.GetLastTransformParameters())}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_vals = [descent_data[i][0] for i in range(0, n_iterations)]\n",
    "y_vals = [descent_data[i][1] for i in range(0, n_iterations)]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see in the plot that the metric improves as transformation parameters are updated with each iteration. The value of the metric at each step generally increases, yielding a final value very close to the optimal position in the parameter space window."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2c36f234bb0>]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "# Note: We invert the y-axis to represent the image coordinate system\n",
    "plt.gca().invert_yaxis()\n",
    "ax = plt.gca()\n",
    "\n",
    "surf = ax.scatter(X, Y, c=Z, cmap=cm.coolwarm)\n",
    "\n",
    "for i in range(0, n_iterations - 1):\n",
    "    plt.plot(x_vals[i : i + 2], y_vals[i : i + 2], \"wx-\")\n",
    "plt.plot(descent_data[0][0], descent_data[0][1], \"bo\")\n",
    "plt.plot(descent_data[n_iterations - 1][0], descent_data[n_iterations - 1][1], \"ro\")\n",
    "\n",
    "plt.plot(max_position[0], max_position[1], \"k^\")\n",
    "plt.plot(min_position[0], min_position[1], \"kv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[12.4, 16.400000000000002]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "max_position\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Resample the moving image\n",
    "\n",
    "In order to apply the results of gradient ascent we must resample the moving image into the domain of the fixed image. The `TranslationTransform` whose parameters have been selected through gradient ascent is used to dictate how the moving image is sampled from the fixed image domain. We can compare the two images with `itkwidgets` to verify that registration is successful."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "ResampleFilterType = itk.ResampleImageFilter[MovingImageType, FixedImageType]\n",
    "resample = ResampleFilterType.New(\n",
    "    Transform=transform,\n",
    "    Input=moving_img,\n",
    "    Size=fixed_img.GetLargestPossibleRegion().GetSize(),\n",
    "    OutputOrigin=fixed_img.GetOrigin(),\n",
    "    OutputSpacing=fixed_img.GetSpacing(),\n",
    "    OutputDirection=fixed_img.GetDirection(),\n",
    "    DefaultPixelValue=100,\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "resample.Update()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fb710d7532ff462b829249fb8bbde651",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "VBox(children=(Viewer(annotations=False, interpolation=False, rendered_image=<itk.itkImagePython.itkImageF2; p…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "checkerboard(fixed_img, resample.GetOutput())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Clean up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "os.remove(fixed_img_path)\n",
    "os.remove(moving_img_path)\n"
   ]
  }
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